knitr::opts_chunk$set(warning = TRUE, message = TRUE, echo = FALSE, error = FALSE)

library(codebook)
data("bfi", package = 'codebook')
bfi2 = zap_attributes(bfi)
bfi2[,1:5] <- bfi[,1:5]
bfi <- bfi2
bfi$age <- 1:nrow(bfi)
bfi$abode <- rep("my happy place", times = nrow(bfi))
latent <- rnorm(nrow(bfi))
bfi$normal1 <- latent + rnorm(nrow(bfi))
bfi$normal2 <- latent + rnorm(nrow(bfi))
bfi$normal3 <- latent + rnorm(nrow(bfi))
bfi$normal4 <- latent + rnorm(nrow(bfi))
bfi$normal <- bfi %>% dplyr::select(dplyr::starts_with("normal")) %>% rowMeans()

var_label(bfi$abode) <- "Where do you live?"
bfi$uniq_id <- as.character(1:nrow(bfi))
var_label(bfi$uniq_id) <- "Unique ID"

ggplot2::theme_set(ggplot2::theme_bw())

bfi$age <- rpois(nrow(bfi), 30)
# class(bfi$age) = c("udhfibr")
bfi <- detect_scales(bfi)
#> 4 BFIK_open items connected to scale
#> 4 BFIK_agree items connected to scale
#> 4 BFIK_extra items connected to scale
#> 3 BFIK_neuro items connected to scale
#> 4 BFIK_consc items connected to scale
#> 4 normal items connected to scale
#> Warning in doTryCatch(return(expr), name, parentenv, handler): Reliability CIs
#> could not be computed for BFIK_open
#> Warning in doTryCatch(return(expr), name, parentenv, handler): missing value
#> where TRUE/FALSE needed
#> Warning in doTryCatch(return(expr), name, parentenv, handler): Reliability CIs
#> could not be computed for BFIK_neuro
#> Warning in doTryCatch(return(expr), name, parentenv, handler): missing value
#> where TRUE/FALSE needed

Metadata

Description

Dataset name: bfi

The dataset has N=28 rows and 37 columns. 0 rows have no missing values on any column.

Metadata for search engines

  • Date published: 2020-06-04
x
session
created
modified
ended
expired
BFIK_open_2
BFIK_agree_4R
BFIK_extra_2
BFIK_agree_1R
BFIK_open_1
BFIK_neuro_2R
BFIK_consc_3
BFIK_consc_4
BFIK_consc_2R
BFIK_agree_3R
BFIK_extra_3R
BFIK_neuro_3
BFIK_neuro_4
BFIK_agree_2
BFIK_consc_1
BFIK_open_4
BFIK_extra_4
BFIK_extra_1R
BFIK_open_3
BFIK_agree
BFIK_open
BFIK_consc
BFIK_extra
BFIK_neuro
age
abode
normal1
normal2
normal3
normal4
normal
uniq_id

Survey overview

28 completed rows, 28 who entered any information, 0 only viewed the first page. There are 0 expired rows (people who did not finish filling out in the requested time frame). In total, there are 28 rows including unfinished and expired rows.

There were 28 unique participants, of which 28 finished filling out at least one survey.

This survey was not repeated.

The first session started on 2016-07-08 09:54:16, the last session on 2016-11-02 21:19:50.

#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

People took on average 127.36 minutes (median 1.48) to answer the survey.

#> Warning: Durations below 0 detected.
#> Warning: Removed 4 rows containing non-finite values (stat_bin).
#> Warning: Removed 2 rows containing missing values (geom_bar).

Variables

Scale: BFIK_agree

Overview

Reliability: ωordinal [95% CI] = 0.61 [0.37;0.84].

Missing: 0.

Reliability details

Reliability Indices
Index Estimate
Omega 0.8193185
Omega Psych Tot 0.8877774
Omega Psych H 0.7664417
Omega Ordinal 0.6050410
Cronbach Alpha 0.8005842
Greatest Lower Bound 0.8857841
Alpha Ordinal 0.5878656

Positive correlations: 6 out of 6 (100%)

Scatter matrix

Detailed output

#> 
#> Information about this analysis:
#> 
#>                  Dataframe: res$dat
#>                      Items: BFIK_agree_4R, BFIK_agree_1R, BFIK_agree_3R, BFIK_agree_2
#>               Observations: 28
#>      Positive correlations: 6 out of 6 (100%)
#> 
#> Estimates assuming interval level:
#> 
#>              Omega (total): 0.82
#>       Omega (hierarchical): 0.77
#>    Revelle's omega (total): 0.89
#> Greatest Lower Bound (GLB): 0.89
#>              Coefficient H: 0.88
#>           Cronbach's alpha: 0.8
#> Confidence intervals:
#>              Omega (total): [0.71, 0.93]
#>           Cronbach's alpha: [0.68, 0.92]
#> 
#> Estimates assuming ordinal level:
#> 
#>      Ordinal Omega (total): 0.61
#>  Ordinal Omega (hierarch.): 0.59
#>   Ordinal Cronbach's alpha: 0.59
#> Confidence intervals:
#>      Ordinal Omega (total): [0.37, 0.84]
#>   Ordinal Cronbach's alpha: [0.33, 0.84]
#> 
#> Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help ('?scaleStructure') for more information.
#> 
#> Eigen values: 2.539, 0.732, 0.54, 0.189
#> Loadings:
#>               PC1  
#> BFIK_agree_4R 0.871
#> BFIK_agree_1R 0.748
#> BFIK_agree_3R 0.880
#> BFIK_agree_2  0.668
#> 
#>                  PC1
#> SS loadings    2.539
#> Proportion Var 0.635
#> 
#>               vars  n mean   sd median trimmed  mad min max range  skew
#> BFIK_agree_4R    1 28 2.93 1.18      3    2.92 1.48   1   5     4  0.26
#> BFIK_agree_1R    2 28 3.00 0.94      3    2.96 1.48   2   5     3  0.26
#> BFIK_agree_3R    3 28 3.04 1.29      3    3.04 1.48   1   5     4  0.04
#> BFIK_agree_2     4 28 3.50 1.26      4    3.58 1.48   1   5     4 -0.43
#>               kurtosis   se
#> BFIK_agree_4R    -1.18 0.22
#> BFIK_agree_1R    -1.37 0.18
#> BFIK_agree_3R    -1.35 0.24
#> BFIK_agree_2     -1.03 0.24
#> No viewer found, probably documenting or testing

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
BFIK_agree_4R numeric 0 1 1 3 5 2.928571 1.184110 ▂▇▃▅▂ NA
BFIK_agree_1R numeric 0 1 2 3 5 3.000000 0.942809 ▇▅▁▆▁ NA
BFIK_agree_3R numeric 0 1 1 3 5 3.035714 1.290482 ▂▇▃▇▃ NA
BFIK_agree_2 numeric 0 1 1 4 5 3.500000 1.261980 ▂▅▅▇▆ NA

Scale: BFIK_open

Overview

Reliability: ωtotal [95% CI] = 166.85 [not computed].

Missing: 0.

Reliability details

Reliability Indices
Index Estimate
Omega 166.8485132
Omega Psych Tot 0.4603442
Omega Psych H 0.2492785
Cronbach Alpha 0.5270752
Greatest Lower Bound 0.7231332

Positive correlations: 5 out of 6 (83%)

Scatter matrix

Detailed output

#> 
#> Information about this analysis:
#> 
#>                  Dataframe: res$dat
#>                      Items: BFIK_open_2, BFIK_open_1, BFIK_open_4, BFIK_open_3
#>               Observations: 28
#>      Positive correlations: 5 out of 6 (83%)
#> 
#> Estimates assuming interval level:
#> 
#>              Omega (total): 166.85
#>       Omega (hierarchical): 0.25
#>    Revelle's omega (total): 0.46
#> Greatest Lower Bound (GLB): 0.72
#>              Coefficient H: 1
#>           Cronbach's alpha: 0.53
#> 
#> Estimates assuming ordinal level:
#> 
#>      Ordinal Omega (total): 0.65
#>  Ordinal Omega (hierarch.): 0.62
#>   Ordinal Cronbach's alpha: 0.64
#> 
#> Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help ('?scaleStructure') for more information.
#> 
#> Eigen values: 1.697, 1.074, 0.881, 0.349
#> Loadings:
#>             TC1    TC2   
#> BFIK_open_2  0.280  0.492
#> BFIK_open_1         0.916
#> BFIK_open_4  0.922 -0.168
#> BFIK_open_3  0.809  0.239
#> 
#>                  TC1   TC2
#> SS loadings    1.585 1.167
#> Proportion Var 0.396 0.292
#> Cumulative Var 0.396 0.688
#> 
#>             vars  n mean   sd median trimmed  mad min max range  skew kurtosis
#> BFIK_open_2    1 28 4.21 0.74    4.0    4.29 0.00   2   5     3 -0.86     0.88
#> BFIK_open_1    2 28 4.39 0.83    5.0    4.50 0.00   2   5     3 -1.16     0.47
#> BFIK_open_4    3 28 4.21 0.96    4.0    4.33 1.48   1   5     4 -1.39     2.13
#> BFIK_open_3    4 28 4.21 0.96    4.5    4.33 0.74   2   5     3 -0.90    -0.35
#>               se
#> BFIK_open_2 0.14
#> BFIK_open_1 0.16
#> BFIK_open_4 0.18
#> BFIK_open_3 0.18
#> No viewer found, probably documenting or testing

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
BFIK_open_2 numeric 0 1 2 4.0 5 4.214286 0.7382232 ▁▁▁▇▅ NA
BFIK_open_1 numeric 0 1 2 5.0 5 4.392857 0.8317445 ▁▂▁▃▇ NA
BFIK_open_4 numeric 0 1 1 4.0 5 4.214286 0.9567361 ▁▁▂▆▇ NA
BFIK_open_3 numeric 0 1 2 4.5 5 4.214286 0.9567361 ▁▂▁▅▇ NA

Scale: BFIK_consc

Overview

Reliability: ωordinal [95% CI] = 0.61 [0.38;0.84].

Missing: 0.

Reliability details

Reliability Indices
Index Estimate
Omega 0.8119803
Omega Psych Tot 0.3688189
Omega Psych H 0.2444382
Omega Ordinal 0.6076884
Cronbach Alpha 0.7796983
Greatest Lower Bound 0.9017587
Alpha Ordinal 0.5935372

Positive correlations: 6 out of 6 (100%)

Scatter matrix

Detailed output

#> 
#> Information about this analysis:
#> 
#>                  Dataframe: res$dat
#>                      Items: BFIK_consc_3, BFIK_consc_4, BFIK_consc_2R, BFIK_consc_1
#>               Observations: 28
#>      Positive correlations: 6 out of 6 (100%)
#> 
#> Estimates assuming interval level:
#> 
#>              Omega (total): 0.81
#>       Omega (hierarchical): 0.24
#>    Revelle's omega (total): 0.37
#> Greatest Lower Bound (GLB): 0.9
#>              Coefficient H: 1
#>           Cronbach's alpha: 0.78
#> Confidence intervals:
#>              Omega (total): [0.7, 0.92]
#>           Cronbach's alpha: [0.65, 0.91]
#> 
#> Estimates assuming ordinal level:
#> 
#>      Ordinal Omega (total): 0.61
#>  Ordinal Omega (hierarch.): 0.59
#>   Ordinal Cronbach's alpha: 0.59
#> Confidence intervals:
#>      Ordinal Omega (total): [0.38, 0.84]
#>   Ordinal Cronbach's alpha: [0.34, 0.84]
#> 
#> Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help ('?scaleStructure') for more information.
#> 
#> Eigen values: 2.473, 0.777, 0.539, 0.211
#> Loadings:
#>               PC1  
#> BFIK_consc_3  0.926
#> BFIK_consc_4  0.738
#> BFIK_consc_2R 0.800
#> BFIK_consc_1  0.657
#> 
#>                  PC1
#> SS loadings    2.473
#> Proportion Var 0.618
#> 
#>               vars  n mean   sd median trimmed  mad min max range  skew
#> BFIK_consc_3     1 28 3.50 1.04      4    3.54 1.48   1   5     4 -0.48
#> BFIK_consc_4     2 28 3.86 0.76      4    3.88 0.00   2   5     3 -0.27
#> BFIK_consc_2R    3 28 3.18 1.31      4    3.21 1.48   1   5     4 -0.51
#> BFIK_consc_1     4 28 4.07 0.90      4    4.17 1.48   2   5     3 -0.72
#>               kurtosis   se
#> BFIK_consc_3     -0.50 0.20
#> BFIK_consc_4     -0.35 0.14
#> BFIK_consc_2R    -1.08 0.25
#> BFIK_consc_1     -0.30 0.17
#> No viewer found, probably documenting or testing

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
BFIK_consc_3 numeric 0 1 1 4 5 3.500000 1.0363755 ▁▂▅▇▂ NA
BFIK_consc_4 numeric 0 1 2 4 5 3.857143 0.7559289 ▁▃▁▇▂ NA
BFIK_consc_2R numeric 0 1 1 4 5 3.178571 1.3067792 ▃▂▃▇▂ NA
BFIK_consc_1 numeric 0 1 2 4 5 4.071429 0.8997354 ▁▂▁▇▇ NA

Scale: BFIK_extra

Overview

Reliability: ωordinal [95% CI] = 0.78 [0.64;0.91].

Missing: 0.

Reliability details

Reliability Indices
Index Estimate
Omega 0.9022973
Omega Psych Tot 0.9589016
Omega Psych H 0.8394687
Omega Ordinal 0.7750403
Cronbach Alpha 0.8992625
Greatest Lower Bound 0.9580502
Alpha Ordinal 0.7744083

Positive correlations: 6 out of 6 (100%)

Scatter matrix

Detailed output

#> 
#> Information about this analysis:
#> 
#>                  Dataframe: res$dat
#>                      Items: BFIK_extra_2, BFIK_extra_3R, BFIK_extra_4, BFIK_extra_1R
#>               Observations: 28
#>      Positive correlations: 6 out of 6 (100%)
#> 
#> Estimates assuming interval level:
#> 
#>              Omega (total): 0.9
#>       Omega (hierarchical): 0.84
#>    Revelle's omega (total): 0.96
#> Greatest Lower Bound (GLB): 0.96
#>              Coefficient H: 0.93
#>           Cronbach's alpha: 0.9
#> Confidence intervals:
#>              Omega (total): [0.84, 0.96]
#>           Cronbach's alpha: [0.83, 0.96]
#> 
#> Estimates assuming ordinal level:
#> 
#>      Ordinal Omega (total): 0.78
#>  Ordinal Omega (hierarch.): 0.75
#>   Ordinal Cronbach's alpha: 0.77
#> Confidence intervals:
#>      Ordinal Omega (total): [0.64, 0.91]
#>   Ordinal Cronbach's alpha: [0.64, 0.91]
#> 
#> Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help ('?scaleStructure') for more information.
#> 
#> Eigen values: 3.077, 0.527, 0.297, 0.099
#> Loadings:
#>               PC1  
#> BFIK_extra_2  0.806
#> BFIK_extra_3R 0.883
#> BFIK_extra_4  0.908
#> BFIK_extra_1R 0.907
#> 
#>                  PC1
#> SS loadings    3.077
#> Proportion Var 0.769
#> 
#>               vars  n mean   sd median trimmed  mad min max range  skew
#> BFIK_extra_2     1 28 4.18 1.09      4    4.38 1.48   1   5     4 -1.66
#> BFIK_extra_3R    2 28 3.75 1.21      4    3.88 1.48   1   5     4 -0.76
#> BFIK_extra_4     3 28 3.86 1.11      4    3.96 1.48   1   5     4 -0.82
#> BFIK_extra_1R    4 28 3.61 1.20      4    3.67 1.48   1   5     4 -0.37
#>               kurtosis   se
#> BFIK_extra_2      2.40 0.21
#> BFIK_extra_3R    -0.35 0.23
#> BFIK_extra_4     -0.21 0.21
#> BFIK_extra_1R    -1.07 0.23
#> No viewer found, probably documenting or testing

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
BFIK_extra_2 numeric 0 1 1 4 5 4.178571 1.090483 ▁▁▁▇▇ NA
BFIK_extra_3R numeric 0 1 1 4 5 3.750000 1.205696 ▂▂▅▇▇ NA
BFIK_extra_4 numeric 0 1 1 4 5 3.857143 1.112697 ▁▂▃▇▆ NA
BFIK_extra_1R numeric 0 1 1 4 5 3.607143 1.196888 ▁▅▆▇▇ NA

Scale: BFIK_neuro

Overview

Reliability: ωtotal [95% CI] = 0.82 [not computed].

Missing: 0.

Reliability details

Reliability Indices
Index Estimate
Omega 0.8190766
Omega Psych Tot 0.7954463
Omega Psych H 0.0319067
Cronbach Alpha 0.7537326
Greatest Lower Bound 0.8345039

Positive correlations: 3 out of 3 (100%)

Scatter matrix

Detailed output

#> 
#> Information about this analysis:
#> 
#>                  Dataframe: res$dat
#>                      Items: BFIK_neuro_2R, BFIK_neuro_3, BFIK_neuro_4
#>               Observations: 28
#>      Positive correlations: 3 out of 3 (100%)
#> 
#> Estimates assuming interval level:
#> 
#>              Omega (total): 0.82
#>       Omega (hierarchical): 0.03
#>    Revelle's omega (total): 0.8
#> Greatest Lower Bound (GLB): 0.83
#>              Coefficient H: 0.98
#>           Cronbach's alpha: 0.75
#> 
#> Estimates assuming ordinal level:
#> 
#>      Ordinal Omega (total): 277.19
#>  Ordinal Omega (hierarch.): 278.28
#>   Ordinal Cronbach's alpha: 0.45
#> 
#> Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help ('?scaleStructure') for more information.
#> 
#> Eigen values: 2.015, 0.723, 0.262
#> Loadings:
#>               PC1  
#> BFIK_neuro_2R 0.670
#> BFIK_neuro_3  0.863
#> BFIK_neuro_4  0.907
#> 
#>                  PC1
#> SS loadings    2.015
#> Proportion Var 0.672
#> 
#>               vars  n mean   sd median trimmed  mad min max range skew kurtosis
#> BFIK_neuro_2R    1 28 3.11 0.88      3    3.08 1.48   2   5     3 0.12    -1.14
#> BFIK_neuro_3     2 28 3.07 1.27      3    3.08 1.48   1   5     4 0.08    -1.14
#> BFIK_neuro_4     3 28 2.50 1.20      2    2.50 1.48   1   4     3 0.12    -1.60
#>                 se
#> BFIK_neuro_2R 0.17
#> BFIK_neuro_3  0.24
#> BFIK_neuro_4  0.23
#> No viewer found, probably documenting or testing

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
BFIK_neuro_2R numeric 0 1 2 3 5 3.107143 0.8751417 ▆▇▁▇▁ NA
BFIK_neuro_3 numeric 0 1 1 3 5 3.071429 1.2744954 ▃▇▇▅▅ NA
BFIK_neuro_4 numeric 0 1 1 2 4 2.500000 1.2018504 ▆▇▁▂▇ NA

age

Distribution

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
age numeric 0 1 21 29 42 30.46429 5.646908 ▃▇▆▂▃ NA

abode

Where do you live?

Distribution

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
abode Where do you live? character 0 1 1 0 14 14 0

Scale: normal

Overview

Reliability: ωtotal [95% CI] = 0.68 [0.48;0.87].

Missing: 0.

Reliability details

Reliability Indices
Index Estimate
Omega 0.6798174
Omega Psych Tot 0.7793650
Omega Psych H 0.5960638
Cronbach Alpha 0.6710869
Greatest Lower Bound 0.7791447

Positive correlations: 6 out of 6 (100%)

Scatter matrix

Detailed output

#> 
#> Information about this analysis:
#> 
#>                  Dataframe: res$dat
#>                      Items: normal1, normal2, normal3, normal4
#>               Observations: 28
#>      Positive correlations: 6 out of 6 (100%)
#> 
#> Estimates assuming interval level:
#> 
#>              Omega (total): 0.68
#>       Omega (hierarchical): 0.6
#>    Revelle's omega (total): 0.78
#> Greatest Lower Bound (GLB): 0.78
#>              Coefficient H: 0.73
#>           Cronbach's alpha: 0.67
#> Confidence intervals:
#>              Omega (total): [0.48, 0.87]
#>           Cronbach's alpha: [0.47, 0.87]
#> 
#> (Estimates assuming ordinal level not computed, as at least one item seems to have more than 8 levels; the highest number of distinct levels is 28 and the highest range is 8.383932. This last number needs to be lower than 9 for the polychoric function to work. If this is unexpected, you may want to check for outliers.)
#> 
#> Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help ('?scaleStructure') for more information.
#> 
#> Eigen values: 2.051, 0.927, 0.614, 0.408
#> Loadings:
#>         PC1  
#> normal1 0.773
#> normal2 0.782
#> normal3 0.505
#> normal4 0.767
#> 
#>                  PC1
#> SS loadings    2.051
#> Proportion Var 0.513
#> 
#>         vars  n  mean   sd median trimmed  mad   min  max range  skew kurtosis
#> normal1    1 28 -0.05 1.21   0.13    0.04 1.13 -3.48 1.57  5.05 -0.88     0.39
#> normal2    2 28 -0.07 1.37   0.09   -0.03 0.85 -3.64 3.74  7.38 -0.13     1.52
#> normal3    3 28 -0.16 1.21   0.09   -0.11 1.19 -2.71 1.87  4.58 -0.59    -0.59
#> normal4    4 28 -0.27 1.05  -0.66   -0.25 1.03 -2.86 1.44  4.30 -0.03    -0.54
#>           se
#> normal1 0.23
#> normal2 0.26
#> normal3 0.23
#> normal4 0.20
#> No viewer found, probably documenting or testing

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
normal1 numeric 0 1 -3.5 0.130 1.6 -0.0529736 1.209813 ▁▂▃▇▆ NA
normal2 numeric 0 1 -3.6 0.087 3.7 -0.0678693 1.374918 ▁▂▇▂▁ NA
normal3 numeric 0 1 -2.7 0.088 1.9 -0.1623161 1.211319 ▃▂▆▇▂ NA
normal4 numeric 0 1 -2.9 -0.656 1.4 -0.2677496 1.052404 ▁▂▇▂▅ NA

uniq_id

Unique ID

Distribution

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
uniq_id Unique ID character 0 1 28 0 1 2 0

Missingness report

Codebook table

JSON-LD metadata The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "bfi",
  "datePublished": "2020-06-04",
  "description": "The dataset has N=28 rows and 37 columns.\n0 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n|name          |label                           | n_missing|\n|:-------------|:-------------------------------|---------:|\n|session       |NA                              |         0|\n|created       |user first opened survey        |         0|\n|modified      |user last edited survey         |         0|\n|ended         |user finished survey            |         0|\n|expired       |NA                              |        28|\n|BFIK_open_2   |NA                              |         0|\n|BFIK_agree_4R |NA                              |         0|\n|BFIK_extra_2  |NA                              |         0|\n|BFIK_agree_1R |NA                              |         0|\n|BFIK_open_1   |NA                              |         0|\n|BFIK_neuro_2R |NA                              |         0|\n|BFIK_consc_3  |NA                              |         0|\n|BFIK_consc_4  |NA                              |         0|\n|BFIK_consc_2R |NA                              |         0|\n|BFIK_agree_3R |NA                              |         0|\n|BFIK_extra_3R |NA                              |         0|\n|BFIK_neuro_3  |NA                              |         0|\n|BFIK_neuro_4  |NA                              |         0|\n|BFIK_agree_2  |NA                              |         0|\n|BFIK_consc_1  |NA                              |         0|\n|BFIK_open_4   |NA                              |         0|\n|BFIK_extra_4  |NA                              |         0|\n|BFIK_extra_1R |NA                              |         0|\n|BFIK_open_3   |NA                              |         0|\n|BFIK_agree    |aggregate of 4 BFIK_agree items |         0|\n|BFIK_open     |aggregate of 4 BFIK_open items  |         0|\n|BFIK_consc    |aggregate of 4 BFIK_consc items |         0|\n|BFIK_extra    |aggregate of 4 BFIK_extra items |         0|\n|BFIK_neuro    |aggregate of 3 BFIK_neuro items |         0|\n|age           |NA                              |         0|\n|abode         |Where do you live?              |         0|\n|normal1       |NA                              |         0|\n|normal2       |NA                              |         0|\n|normal3       |NA                              |         0|\n|normal4       |NA                              |         0|\n|normal        |aggregate of 4 normal items     |         0|\n|uniq_id       |Unique ID                       |         0|\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.0).",
  "keywords": ["session", "created", "modified", "ended", "expired", "BFIK_open_2", "BFIK_agree_4R", "BFIK_extra_2", "BFIK_agree_1R", "BFIK_open_1", "BFIK_neuro_2R", "BFIK_consc_3", "BFIK_consc_4", "BFIK_consc_2R", "BFIK_agree_3R", "BFIK_extra_3R", "BFIK_neuro_3", "BFIK_neuro_4", "BFIK_agree_2", "BFIK_consc_1", "BFIK_open_4", "BFIK_extra_4", "BFIK_extra_1R", "BFIK_open_3", "BFIK_agree", "BFIK_open", "BFIK_consc", "BFIK_extra", "BFIK_neuro", "age", "abode", "normal1", "normal2", "normal3", "normal4", "normal", "uniq_id"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "session",
      "@type": "propertyValue"
    },
    {
      "name": "created",
      "description": "user first opened survey",
      "@type": "propertyValue"
    },
    {
      "name": "modified",
      "description": "user last edited survey",
      "@type": "propertyValue"
    },
    {
      "name": "ended",
      "description": "user finished survey",
      "@type": "propertyValue"
    },
    {
      "name": "expired",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_open_2",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_agree_4R",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_extra_2",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_agree_1R",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_open_1",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_neuro_2R",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_consc_3",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_consc_4",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_consc_2R",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_agree_3R",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_extra_3R",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_neuro_3",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_neuro_4",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_agree_2",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_consc_1",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_open_4",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_extra_4",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_extra_1R",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_open_3",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_agree",
      "description": "aggregate of 4 BFIK_agree items",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_open",
      "description": "aggregate of 4 BFIK_open items",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_consc",
      "description": "aggregate of 4 BFIK_consc items",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_extra",
      "description": "aggregate of 4 BFIK_extra items",
      "@type": "propertyValue"
    },
    {
      "name": "BFIK_neuro",
      "description": "aggregate of 3 BFIK_neuro items",
      "@type": "propertyValue"
    },
    {
      "name": "age",
      "@type": "propertyValue"
    },
    {
      "name": "abode",
      "description": "Where do you live?",
      "@type": "propertyValue"
    },
    {
      "name": "normal1",
      "@type": "propertyValue"
    },
    {
      "name": "normal2",
      "@type": "propertyValue"
    },
    {
      "name": "normal3",
      "@type": "propertyValue"
    },
    {
      "name": "normal4",
      "@type": "propertyValue"
    },
    {
      "name": "normal",
      "description": "aggregate of 4 normal items",
      "@type": "propertyValue"
    },
    {
      "name": "uniq_id",
      "description": "Unique ID",
      "@type": "propertyValue"
    }
  ]
}`